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Datasets:
SpaceML
/
UnorthoDOS

Tasks:
Image Segmentation
Image Classification
ArXiv:
Tags:
methane-detection
hyperspectral
satellite-imagery
DOI:
License:
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  This repository contains two ML-ready datasets, comprising orthorectified and unorthorectified hyperspectral images from the Earth Surface Mineral Dust Source Investigation (EMIT) sensor, for methane detection. This dataset supports the research presented in the paper [Towards Methane Detection Onboard Satellites](https://huggingface.co/papers/2509.00626).
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  - **Paper:** [Towards Methane Detection Onboard Satellites](https://huggingface.co/papers/2509.00626)
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- - **Code:** https://github.com/spaceml-org/plume-hunter
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  Due to storage limitations, this repository includes only the subset of images featuring methane plumes.
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  To access the full dataset used in the associated publication, please feel free to contact us.
 
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  This repository contains two ML-ready datasets, comprising orthorectified and unorthorectified hyperspectral images from the Earth Surface Mineral Dust Source Investigation (EMIT) sensor, for methane detection. This dataset supports the research presented in the paper [Towards Methane Detection Onboard Satellites](https://huggingface.co/papers/2509.00626).
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  - **Paper:** [Towards Methane Detection Onboard Satellites](https://huggingface.co/papers/2509.00626)
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+ - **Code:** [github.com/spaceml-org/plume-hunter](https://github.com/spaceml-org/plume-hunter)
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  Due to storage limitations, this repository includes only the subset of images featuring methane plumes.
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  To access the full dataset used in the associated publication, please feel free to contact us.